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lfm2.5:latest

OLLAMA GGUF

lfm2moe · 8.5B · Q4_K_M

Good

Jun 11, 2026 · Intel Core™ i5-8350U

devstral-small-2-24b-instruct-2512

LM-STUDIO GGUF

mistral3 · 24B · IQ4_XS

Excellent

Sep 20, 2026 · AMD Ryzen 7 5800X 8-Core Processor

Global Score
73 vs 81
Hardware Fit
93 vs 80
Quality Score
65 vs 81

Hardware

lfm2.5:latest devstral-small-2-2…
MachineLENOVO 20L7CTO1WWSystem manufacturer
CPUIntel Core™ i5-8350UAMD Ryzen 7 5800X 8-Core Processor
Cores816
RAM23 GB31 GB
GPUKaby Lake-R GT2 [UHD Graphics 620]Navi 44 [Radeon RX 9060 XT]
OSFedora Linux 44Ubuntu 26.04.1 LTS
Archx64x64
Power Modeperformanceperformance

Performance

lfm2.5:latest devstral-small-2-2…
Tokens/sec18.321.5
First chunk981 ms12 ms
TTFT981 ms212 ms
Load time8.0 sN/A
Memory usage4.9 GB15.9 GB
Memory %21%51%

HW Fit Score Breakdown

lfm2.5:latest

Speed
43/50
TTFT
20/20
Memory
30/30

devstral-small-2-24b-in…

Speed
35/50
TTFT
20/20
Memory
25/30

Quality

lfm2.5:latest

Reasoning
2/20
Coding
11/20
Instruction
14/20
Structured
13/15
Math
15/15
Multilingual
10/10
Reasoning: Poor Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Strong Multilingual: Strong

devstral-small-2-24b-in…

Reasoning
16/20
Coding
17/20
Instruction
17/20
Structured
14/15
Math
7/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Weak Multilingual: Strong

Run yours and compare

$ npm install -g metrillm@latest
$ metrillm

Requires Node 20+ and Ollama or LM Studio running

Or run without installing: npx metrillm@latest